Collections

Curated stacks for repeatable investigations.

Collections turn a research job into a practical tool stack, with trust notes and methodology kept close to the recommendation.

12 workflow stacks Methodology notes included Editorial ordering only

Collection rules

  • No paid placement in stack order.
  • Methodology explains the selection.
  • Workflow aid, not endorsement.

Featured collection

9 tools

Evidence Preservation and Historical Web Stack

A preservation stack for saving web evidence, recovering older pages, and documenting public-source timelines.

Best for: Journalists, researchers, legal teams, and investigators preserving public web material or reconstructing how a claim changed over time.

Methodology: Selected services cover different preservation needs: public snapshots, durable citations, curated institutional archives, crawl datasets, and case-level capture.

Editorial 3 curated picks

Workflow stack, not vendor endorsement.

Open collection

Workflow collection

11 tools

Satellite and Geolocation Verification Stack

A map-led stack for checking places, routes, imagery, sunlight, crowd claims, and environmental context.

Best for: Reporters, investigators, researchers, and verification desks checking location claims, route context, environmental signals, or visual evidence.

Editorial 3 curated picks

Editorial stack, not vendor ranking.

Open stack

Workflow collection

10 tools

Social Listening and Narrative Monitoring Stack

A monitoring stack for brands, public issues, media narratives, campaigns, and fast-moving public conversation.

Best for: Analysts, communications teams, journalists, and researchers tracking public narratives, issue spread, campaign attention, or brand risk.

Editorial 3 curated picks

Editorial stack, not vendor ranking.

Open stack

Workflow collection

12 tools

Threat Intelligence and Indicator Triage Stack

A conservative stack for checking suspicious URLs, files, domains, IPs, and malware-distribution leads.

Best for: Security analysts, journalists, and investigators who need to check suspicious indicators without overstating what a single reputation result proves.

Editorial 3 curated picks

Editorial stack, not vendor ranking.

Open stack

Workflow collection

14 tools

A Lightweight Verification Stack for Newsrooms

A deadline-aware verification stack for reporters who need defensible checks without a heavy security toolchain.

Best for: Small newsrooms, editors, and freelance reporters handling fast-turn verification with limited tooling overhead.

Editorial 3 curated picks

Editorial stack, not vendor ranking.

Open stack

Workflow collection

16 tools

Breach, Exposure, and Attack Surface Research Toolkit

A practical stack for confirming breach chatter and expanding it into external exposure context.

Best for: Security teams, journalists, and investigators triaging breach signals, suspicious indicators, or external exposure around a company or identity.

Editorial 3 curated picks

Editorial stack, not vendor ranking.

Open stack

Workflow collection

13 tools

Social Media and People Research Stack

A corroboration-first stack for turning a name, email, or handle into a defensible profile.

Best for: Journalists, investigators, and researchers vetting a person, source, public account, or professional affiliation from thin starting clues.

Editorial 3 curated picks

Editorial stack, not vendor ranking.

Open stack

Workflow collection

16 tools

Best Free Verification Tools for Open-Source Researchers

A budget-conscious verification stack for checking claims without paying for a full suite.

Best for: Independent researchers, freelancers, students, NGOs, and small teams working with limited tooling budgets.

Editorial 3 curated picks

Editorial stack, not vendor ranking.

Open stack

Workflow collection

14 tools

Tools for Company Records and Due Diligence

A due-diligence stack for ownership checks, company records, executive context, and exposure triage.

Best for: Due-diligence analysts, journalists, and investigators vetting companies, owners, leadership signals, and operational footprint.

Editorial 3 curated picks

Editorial stack, not vendor ranking.

Open stack

Workflow collection

16 tools

Tools for Domain, DNS, and Web Infrastructure Research

A stack for tracing ownership clues, certificates, hosting changes, and exposed web infrastructure.

Best for: Researchers mapping digital infrastructure, ownership clues, exposed services, and related assets around a website or organization.

Editorial 3 curated picks

Editorial stack, not vendor ranking.

Open stack